Vlad I Morariu

Latest

• DocScript: Document-level Script Event Prediction (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) 2024)
• DocSynthv2: A Practical Autoregressive Modeling for Document Generation (arXiv 2024)
• DocEdit: language-guided document editing (Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2023)
• LayerDoc: layer-wise extraction of spatial hierarchical structure in visually-rich documents (Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) 2023)
• DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. (INTERSPEECH 2022)
• MGDoc: Pre-training with multi-granular hierarchy for document image understanding (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2022)
• Selfdoc: Self-supervised document representation learning (Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021)
• Unidoc: Unified pretraining framework for document understanding (Advances in Neural Information Processing Systems (NeurIPS) 2021)